

Inference, Guardrails, and Observability for LLMs with Jonathan Cohen
9 snips Nov 9, 2024
Jonathan Cohen, VP of Applied Research at NVIDIA and leader of the NeMo platform, dives into the vital role of AI in enterprise applications. He discusses how NeMo Guardrails enhance AI security and observability, crucial for responsible deployments. Jonathan shares insights on the evolving landscape of AI agents, balancing automation with human oversight. Real-world examples illustrate the power of AI, like successful implementations in telecommunications, showcasing how organizations can leverage advanced AI while navigating security challenges.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7 8
Intro
00:00 • 2min
Accelerating AI Systems with Nemo: A Comprehensive Deployment Approach
02:17 • 5min
Exploring NIMMs: The Future of AI Deployment
07:00 • 7min
Enhancing Chatbot Interactions with Guardrails and Security
13:59 • 4min
Navigating AI Security and Communication
17:34 • 26min
Navigating Complexity: Future of Autonomous Systems and Monitoring
43:39 • 2min
The Future of AI Agents: Balancing Automation and Human Oversight
45:41 • 3min
Success Stories in AI Implementation and Optimization
48:46 • 4min